Triple
T19051999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prachuap Khiri Khan |
E466282
|
entity |
| Predicate | hasNearbyAttraction |
P2064
|
FINISHED |
| Object | Ao Manao beach |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ao Manao beach | Statement: [Prachuap Khiri Khan, hasNearbyAttraction, Ao Manao beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ao Manao beach Context triple: [Prachuap Khiri Khan, hasNearbyAttraction, Ao Manao beach]
-
A.
Patonga Beach
Patonga Beach is a quiet, sheltered beach and fishing village foreshore on the Hawkesbury River at the southern end of the New South Wales Central Coast, Australia.
-
B.
Kamakahonu Beach
Kamakahonu Beach is a small, sheltered sandy beach in Kailua-Kona on Hawaii’s Big Island, known for its calm waters and proximity to historic sites including Ahuʻena Heiau.
-
C.
Tairua Beach
Tairua Beach is a popular surf and holiday beach on New Zealand’s Coromandel Peninsula, known for its scenic views, safe swimming areas, and relaxed coastal atmosphere.
-
D.
Bira Beach
Bira Beach is a popular white-sand coastal destination in South Sulawesi, Indonesia, known for its clear turquoise waters, vibrant marine life, and traditional phinisi boat-building culture nearby.
-
E.
Mokapu Beach
Mokapu Beach is a sandy, family-friendly shoreline in Wailea, Maui, known for its calm waters, snorkeling, and easy access from nearby resorts.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ao Manao beach Target entity description: Ao Manao beach is a scenic, crescent-shaped bay in southern Thailand known for its calm waters, mountain backdrop, and relaxed, less-crowded atmosphere.
-
A.
Patonga Beach
Patonga Beach is a quiet, sheltered beach and fishing village foreshore on the Hawkesbury River at the southern end of the New South Wales Central Coast, Australia.
-
B.
Kamakahonu Beach
Kamakahonu Beach is a small, sheltered sandy beach in Kailua-Kona on Hawaii’s Big Island, known for its calm waters and proximity to historic sites including Ahuʻena Heiau.
-
C.
Tairua Beach
Tairua Beach is a popular surf and holiday beach on New Zealand’s Coromandel Peninsula, known for its scenic views, safe swimming areas, and relaxed coastal atmosphere.
-
D.
Bira Beach
Bira Beach is a popular white-sand coastal destination in South Sulawesi, Indonesia, known for its clear turquoise waters, vibrant marine life, and traditional phinisi boat-building culture nearby.
-
E.
Mokapu Beach
Mokapu Beach is a sandy, family-friendly shoreline in Wailea, Maui, known for its calm waters, snorkeling, and easy access from nearby resorts.
- F. None of above. chosen
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8dd040fb881909af2a964f65ad208 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5dc031ff881908e8c68c7aaff3733 |
completed | April 20, 2026, 7:55 a.m. |
Created at: April 10, 2026, 12:03 p.m.